2021
DOI: 10.48550/arxiv.2109.02219
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Reasoning Graph Networks for Kinship Verification: from Star-shaped to Hierarchical

Wanhua Li,
Jiwen Lu,
Abudukelimu Wuerkaixi
et al.

Abstract: In this paper, we investigate the problem of facial kinship verification by learning hierarchical reasoning graph networks. Conventional methods usually focus on learning discriminative features for each facial image of a paired sample and neglect how to fuse the obtained two facial image features and reason about the relations between them. To address this, we propose a Star-shaped Reasoning Graph Network (S-RGN). Our S-RGN first constructs a star-shaped graph where each surrounding node encodes the informati… Show more

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